Acta Optica Sinica, Volume. 28, Issue 8, 1513(2008)

Application of Support Vector Regression for Reconstruction of Non-Uniform Strain Profile Along the Fiber Grating

Zhang Rongxiang*, Zheng Shijie, Xia Yanjun, and Zhang Suiyuan
Author Affiliations
  • [in Chinese]
  • show less
    References(10)

    [2] [2] Peng Weibin, Wu Delong, Li Haiyang. Analysis of response of optical fiber Bragg grating sensors in non-homogeneous strain fields[J]. Optical Technique, 2003, 29(2): 188~193

    [3] [3] Hang-yin Ling, Kin-tak Lau, Li Cheng et al.. Embedded fibre Bragg grating sensors for non-uniform strain sensing in composite structures[J]. Measurement Science and Technology, 2005, 16(12): 2415~2424

    [5] [5] Apninder Gill, Kara Peters, Michel Studer. Genetic algorithm for the reconstruction of Bragg grating sensor strain profiles[J]. Measurement Science and Technology, 2004, 15(9): 1877~1884

    [7] [7] Binfeng Yun, Yiping Wang, Anmin Li et al.. Simulated annealing evolutionary algorithm for the fiber Bragg grating distribution strain sensor[J]. Measurement Science and Technology, 2005, 16(12): 2425~2430

    [8] [8] Hsu-Chih Cheng, Yu-Lung Lo. Arbitrary strain distribution measurement using a genetic algorithm approach and two fiber Bragg[J]. Opt. Commun., 2004, 239(4~6): 323~332

    [9] [9] Theodore B. Trafalis, Robin C. Gilbert. Robust classification and regression using support vector machines[J]. European J. Operational Research, 2006, 173(3): 893~909

    CLP Journals

    [1] Zhang Miao, Shen Yi, Wang Qiang. Nonlinear Correlation Coefficient Based Kernel Method for Hyperspectral Data Classification[J]. Acta Optica Sinica, 2009, 29(9): 2607

    [2] Huang Guangqun, Han Lujia. Near Infrared Reflectance Spectroscopy Analysis of Compost Products Using Nonlinear Support Vector Machine With RBF Nucleus[J]. Acta Optica Sinica, 2009, 29(12): 3556

    [3] Wu Fei, Kuang Minmin, Zhao Jing, Zhang Ying. Application of Ant Colony Algorithm in Analyzing of Traverse Uniform Strain Reflective Spectrum of Fiber Bragg Grating[J]. Chinese Journal of Lasers, 2010, 37(2): 477

    [4] Wu Yanqun, Hu Yongming, Jiang Nuan, Yang Huayong. Improvement of Measurement Accuracy in Fiber Bragg Grating Sensors by Using Time Delay Estimation Techniques[J]. Acta Optica Sinica, 2009, 29(9): 2447

    Tools

    Get Citation

    Copy Citation Text

    Zhang Rongxiang, Zheng Shijie, Xia Yanjun, Zhang Suiyuan. Application of Support Vector Regression for Reconstruction of Non-Uniform Strain Profile Along the Fiber Grating[J]. Acta Optica Sinica, 2008, 28(8): 1513

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Instrumentation, Measurement and Metrology

    Received: Aug. 7, 2007

    Accepted: --

    Published Online: Aug. 31, 2009

    The Author Email: Rongxiang Zhang (sjzheng@nuaa.edu.cn)

    DOI:

    Topics